Siddhant Rai Email & Phone Number

India

Bengaluru, Karnataka, India

India

1. Implemented instance segmentation techniques for wire localization and assignment, optimizing board assembly processes.2. Spearheaded zero-shot visual quality inspections on textured images, ensuring high product standards.3. Pioneered time-series forecasting and trajectory modeling for efficient vehicle routing, while also developing interactive dashboards for anomaly detection and trend visualization.4. Innovated schematic diagram digitization by creating custom information extraction modules for structured and unstructured documents.5. Contributed to intellectual property with multiple invention disclosures, focusing on topics such as industrial optimization and leveraging Language Model Models (LLMs) for industrial applications as well as metaverse.Key Skills: Instance Segmentation, Visual Quality Inspection, Time-Series Forecasting, Trajectory Modeling, Information Extraction, Intellectual Property, Industrial Optimization, Language Model Models (LLMs), Metaverse Applications

Bengaluru, Karnataka, India

mentorship over the topics related to ML/DL, genAI, philosophy, learning and self-improvement.

Bengaluru, Karnataka, India

- Utilized HamNoSys to Sigml conversion techniques to enhance accessibility for individuals with speech disabilities, ensuring seamless video communication.Implemented 3D-convolution based architecture for multi-label classification.- Applied Genetic Algorithms to optimize online learning from diverse environments, enhancing adaptability and performance.- Spearheaded front and backend development, integrating speech-assisted form filling for improved user experiences, accessibility, and efficiency.

1. Assisted in development of LLM-powered chatbots.

- Mentored interns, ensuring code quality and offering technical support to foster their growth.- Delivered comprehensive explanations of various deep learning algorithms, building a strong foundation from the ground up.Keywords: Mentored, Code Quality, Technical Support, Deep Learning Algorithms, Fundamentals.

India

1. Developed a resume parsing service, employing rule-based and custom LSTM architecture with attention mechanisms to extract essential information from resumes and CVs, enhancing information retrieval efficiency.2. Worked on the creation of a Job recommendation engine, leveraging resume data and previous performance metrics to optimize job matches with job descriptions, enhancing candidate placement accuracy.3. Worked on the development of a Multiple Choice Question and Answer generation system for a trivia bot, harnessing advanced techniques including GPT-3 and prompt engineering, resulting in engaging and dynamic quiz experiences.4. Engineered a service for precise information extraction from TikTok profiles, utilizing user IDs and additional parameters such as timeframe and likes, streamlining data retrieval for targeted analysis.Keywords: Resume parsing, Information retrieval, Custom LSTM architecture, NER, Job recommendation engine, Performance metrics, Multiple Choice Questions, Answer generation, Trivia bot, GPT-3, Prompt engineering, Information extraction, TikTok, User profiles.

Bengaluru, Karnataka, India

1. Conducted satellite image segmentation using advanced algorithms to assess lawn area, optimizing cost estimates for mowing and plowing services.2. Developed custom architectures and backend systems to extract entities from government documents, enabling seamless e-verification for Aadhar card, PAN card, and more.3. Established a face matching service by integrating document proofs and applicant selfies, enhancing identity verification processes.

Lucknow Area, India

- Developed surveillance algorithms, including camera temperature detection and fire/smoke detection, enhancing safety measures.- Spearheaded a parallel parking project, configuring both backend and UI components. Devised an algorithm for optimal vehicle positioning within tight parking spaces.- Utilized TensorFlow and OpenCV extensively for seamless implementation of computer vision solutions.Keywords: Surveillance algorithms, Camera temperature detection, Fire and smoke detection, Parallel parking, Backend configuration, UI development, Vehicle positioning algorithm, TensorFlow, OpenCV, Computer vision solutions.

Bachelor Of Technology - Btech, Computer Science And Engineering, 8.4

Completed my Bachelors from this institution. Made friends, constructed memories, learnt life lessons and most important of all, became.

12Th, Computer Science, 94%

Activities and Societies: cultural team and quiz teambest years of my life . Really learned a lot. not only academically but also.

10Th, Computer Science, 91.80

Activities and Societies: Part of many Poster Making and Collage making competitions. Participated in many national as well.